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ORCIDBibTeX records: Vahid Partovi Nia
@inproceedings{DBLP:conf/aaai/EdalatiGNHCAN25,
author = {Ali Edalati and
Alireza Ghaffari and
Mahsa Ghazvini Nejad and
Lu Hou and
Boxing Chen and
Masoud Asgharian and
Vahid Partovi Nia},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {{OAC:} Output-adaptive Calibration for Accurate Post-training Quantization},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {16453--16461},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i16.33807},
doi = {10.1609/AAAI.V39I16.33807},
timestamp = {Thu, 17 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/EdalatiGNHCAN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/AllaireNDN25,
author = {Nathan Allaire and
Mahsa Ghazvini Nejad and
S{\'{e}}bastien Le Digabel and
Vahid Partovi Nia},
editor = {Modesto Castrill{\'{o}}n Santana and
Maria De Marsico and
Ana Fred},
title = {Zeroth Order Optimization for Pretraining Language Models},
booktitle = {Proceedings of the 14th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2025, Porto, Portugal, February
23-25, 2025},
pages = {113--121},
publisher = {{SCITEPRESS}},
year = {2025},
url = {https://doi.org/10.5220/0013261100003905},
doi = {10.5220/0013261100003905},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/AllaireNDN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/GhaffariYCNA25,
author = {Alireza Ghaffari and
Sharareh Younesian and
Boxing Chen and
Vahid Partovi Nia and
Masoud Asgharian},
editor = {Modesto Castrill{\'{o}}n Santana and
Maria De Marsico and
Ana Fred},
title = {Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration
Approach},
booktitle = {Proceedings of the 14th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2025, Porto, Portugal, February
23-25, 2025},
pages = {159--169},
publisher = {{SCITEPRESS}},
year = {2025},
url = {https://doi.org/10.5220/0013348800003905},
doi = {10.5220/0013348800003905},
timestamp = {Thu, 10 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/GhaffariYCNA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-09107,
author = {Alireza Ghaffari and
Sharareh Younesian and
Boxing Chen and
Vahid Partovi Nia and
Masoud Asgharian},
title = {Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration
Approach},
journal = {CoRR},
volume = {abs/2501.09107},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.09107},
doi = {10.48550/ARXIV.2501.09107},
eprinttype = {arXiv},
eprint = {2501.09107},
timestamp = {Fri, 21 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-09107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-11959,
author = {Xinyu Wang and
Vahid Partovi Nia and
Peng Lu and
Jerry Huang and
Xiao{-}Wen Chang and
Boxing Chen and
Yufei Cui},
title = {PoTPTQ: {A} Two-step Power-of-Two Post-training for LLMs},
journal = {CoRR},
volume = {abs/2507.11959},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.11959},
doi = {10.48550/ARXIV.2507.11959},
eprinttype = {arXiv},
eprint = {2507.11959},
timestamp = {Sun, 17 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-11959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-22157,
author = {Hamed Jafarzadeh Asl and
Mahsa Ghazvini Nejad and
Amin Edraki and
Masoud Asgharian and
Vahid Partovi Nia},
title = {Tiny Noise-Robust Voice Activity Detector for Voice Assistants},
journal = {CoRR},
volume = {abs/2507.22157},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.22157},
doi = {10.48550/ARXIV.2507.22157},
eprinttype = {arXiv},
eprint = {2507.22157},
timestamp = {Fri, 22 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-22157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/enlsp/YangNCA24,
author = {Kai Yang and
Vahid Partovi Nia and
Boxing Chen and
Masoud Asgharian},
editor = {Mehdi Rezagholizadeh and
Peyman Passban and
Soheila Samiee and
Vahid Partovi Nia and
Yu Cheng and
Yue Deng and
Qun Liu and
Boxing Chen},
title = {Partially Shared Query-Key for Lightweight Language Models},
booktitle = {NeurIPS Efficient Natural Language and Speech Processing Workshop,
14 December 2024, Vancouver, British Columbia, Canada},
series = {Proceedings of Machine Learning Research},
volume = {262},
pages = {286--291},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v262/yang24a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/enlsp/YangNCA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/GhaffariYNACN24,
author = {Alireza Ghaffari and
Justin Yu and
Mahsa Ghazvini Nejad and
Masoud Asgharian and
Boxing Chen and
Vahid Partovi Nia},
editor = {Modesto Castrill{\'{o}}n Santana and
Maria De Marsico and
Ana Fred},
title = {Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language
Models},
booktitle = {Proceedings of the 13th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2024, Rome, Italy, February 24-26,
2024},
pages = {478--484},
publisher = {{SCITEPRESS}},
year = {2024},
url = {https://doi.org/10.5220/0012567700003654},
doi = {10.5220/0012567700003654},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/icpram/GhaffariYNACN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/enlsp/2024,
editor = {Mehdi Rezagholizadeh and
Peyman Passban and
Soheila Samiee and
Vahid Partovi Nia and
Yu Cheng and
Yue Deng and
Qun Liu and
Boxing Chen},
title = {NeurIPS Efficient Natural Language and Speech Processing Workshop,
14 December 2024, Vancouver, British Columbia, Canada},
series = {Proceedings of Machine Learning Research},
volume = {262},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v262/},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/enlsp/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17710,
author = {Yiwei Lu and
Yaoliang Yu and
Xinlin Li and
Vahid Partovi Nia},
title = {Understanding Neural Network Binarization with Forward and Backward
Proximal Quantizers},
journal = {CoRR},
volume = {abs/2402.17710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17710},
doi = {10.48550/ARXIV.2402.17710},
eprinttype = {arXiv},
eprint = {2402.17710},
timestamp = {Sun, 02 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13358,
author = {Alireza Ghaffari and
Sharareh Younesian and
Vahid Partovi Nia and
Boxing Chen and
Masoud Asgharian},
title = {AdpQ: {A} Zero-shot Calibration Free Adaptive Post Training Quantization
Method for LLMs},
journal = {CoRR},
volume = {abs/2405.13358},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13358},
doi = {10.48550/ARXIV.2405.13358},
eprinttype = {arXiv},
eprint = {2405.13358},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15025,
author = {Ali Edalati and
Alireza Ghaffari and
Masoud Asgharian and
Lu Hou and
Boxing Chen and
Vahid Partovi Nia},
title = {{OAC:} Output-adaptive Calibration for Accurate Post-training Quantization},
journal = {CoRR},
volume = {abs/2405.15025},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15025},
doi = {10.48550/ARXIV.2405.15025},
eprinttype = {arXiv},
eprint = {2405.15025},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/NiaSCA23,
author = {Vahid Partovi Nia and
Eyy{\"{u}}b Sari and
Vanessa Courville and
Masoud Asgharian},
title = {Training Integer-Only Deep Recurrent Neural Networks},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {5},
pages = {501},
year = {2023},
url = {https://doi.org/10.1007/s42979-023-01920-z},
doi = {10.1007/S42979-023-01920-Z},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/NiaSCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/LiPOGAN23,
author = {Xinlin Li and
Mariana Parazeres and
Adam Oberman and
Alireza Ghaffari and
Masoud Asgharian and
Vahid Partovi Nia},
title = {EuclidNets: An Alternative Operation for Efficient Inference of Deep
Learning Models},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {5},
pages = {507},
year = {2023},
url = {https://doi.org/10.1007/s42979-023-01921-y},
doi = {10.1007/S42979-023-01921-Y},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/LiPOGAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/MoslehTCN23,
author = {Ali Mosleh and
Marzieh S. Tahaei and
James J. Clark and
Vahid Partovi Nia},
title = {Towards Low-Cost Learning-based Camera {ISP} via Unrolled Optimization},
booktitle = {20th Conference on Robots and Vision, {CRV} 2023, Montreal, QC, Canada,
June 6-8, 2023},
pages = {9--18},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CRV60082.2023.00010},
doi = {10.1109/CRV60082.2023.00010},
timestamp = {Fri, 08 Sep 2023 15:28:18 +0200},
biburl = {https://dblp.org/rec/conf/crv/MoslehTCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/TayaranianGTRAN23,
author = {Mohammadreza Tayaranian and
Alireza Ghaffari and
Marzieh S. Tahaei and
Mehdi Rezagholizadeh and
Masoud Asgharian and
Vahid Partovi Nia},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Towards Fine-tuning Pre-trained Language Models with Integer Forward
and Backward Propagation},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {1867--1876},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.143},
doi = {10.18653/V1/2023.FINDINGS-EACL.143},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/TayaranianGTRAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiLYCXN23,
author = {Xinlin Li and
Bang Liu and
Rui Heng Yang and
Vanessa Courville and
Chao Xing and
Vahid Partovi Nia},
title = {DenseShift : Towards Accurate and Efficient Low-Bit Power-of-Two Quantization},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {16964--16974},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01560},
doi = {10.1109/ICCV51070.2023.01560},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiLYCXN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/CacciolaFAGN23,
author = {Matteo Cacciola and
Antonio Frangioni and
Masoud Asgharian and
Alireza Ghaffari and
Vahid Partovi Nia},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana Fred},
title = {On the Convergence of Stochastic Gradient Descent in Low-Precision
Number Formats},
booktitle = {Proceedings of the 12th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2023, Lisbon, Portugal, February
22-24, 2023},
pages = {542--549},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0011795500003411},
doi = {10.5220/0011795500003411},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/icpram/CacciolaFAGN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuYLN23,
author = {Yiwei Lu and
Yaoliang Yu and
Xinlin Li and
Vahid Partovi Nia},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Understanding Neural Network Binarization with Forward and Backward
Proximal Quantizers},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/7f70331dbe58ad59d83941dfa7d975aa-Abstract-Conference.html},
timestamp = {Sun, 02 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LuYLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01651,
author = {Matteo Cacciola and
Antonio Frangioni and
Masoud Asgharian and
Alireza Ghaffari and
Vahid Partovi Nia},
title = {On the Convergence of Stochastic Gradient Descent in Low-precision
Number Formats},
journal = {CoRR},
volume = {abs/2301.01651},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01651},
doi = {10.48550/ARXIV.2301.01651},
eprinttype = {arXiv},
eprint = {2301.01651},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06641,
author = {Dounia Lakhmiri and
Mahdi Zolnouri and
Vahid Partovi Nia and
Christophe Tribes and
S{\'{e}}bastien Le Digabel},
title = {Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm},
journal = {CoRR},
volume = {abs/2301.06641},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06641},
doi = {10.48550/ARXIV.2301.06641},
eprinttype = {arXiv},
eprint = {2301.06641},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-15464,
author = {Vahid Partovi Nia and
Guojun Zhang and
Ivan Kobyzev and
Michael R. Metel and
Xinlin Li and
Ke Sun and
Sobhan Hemati and
Masoud Asgharian and
Linglong Kong and
Wulong Liu and
Boxing Chen},
title = {Mathematical Challenges in Deep Learning},
journal = {CoRR},
volume = {abs/2303.15464},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.15464},
doi = {10.48550/ARXIV.2303.15464},
eprinttype = {arXiv},
eprint = {2303.15464},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-15464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09211,
author = {Alireza Ghaffari and
Justin Yu and
Mahsa Ghazvini Nejad and
Masoud Asgharian and
Boxing Chen and
Vahid Partovi Nia},
title = {Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language
Models},
journal = {CoRR},
volume = {abs/2312.09211},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09211},
doi = {10.48550/ARXIV.2312.09211},
eprinttype = {arXiv},
eprint = {2312.09211},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HameedTMN22,
author = {Marawan Gamal Abdel Hameed and
Marzieh S. Tahaei and
Ali Mosleh and
Vahid Partovi Nia},
title = {Convolutional Neural Network Compression through Generalized Kronecker
Product Decomposition},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {771--779},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i1.19958},
doi = {10.1609/AAAI.V36I1.19958},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HameedTMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/EdalatiTRNCR22,
author = {Ali Edalati and
Marzieh S. Tahaei and
Ahmad Rashid and
Vahid Partovi Nia and
James J. Clark and
Mehdi Rezagholizadeh},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Kronecker Decomposition for {GPT} Compression},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {219--226},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-short.24},
doi = {10.18653/V1/2022.ACL-SHORT.24},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/EdalatiTRNCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/SariCN22,
author = {Eyy{\"{u}}b Sari and
Vanessa Courville and
Vahid Partovi Nia},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana Fred},
title = {iRNN: Integer-only Recurrent Neural Network},
booktitle = {Proceedings of the 11th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2022, Online Streaming, February
3-5, 2022},
pages = {110--121},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010975700003122},
doi = {10.5220/0010975700003122},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/icpram/SariCN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/PrazeresLON22,
author = {Mariana Oliveira Prazeres and
Xinlin Li and
Adam M. Oberman and
Vahid Partovi Nia},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana Fred},
title = {EuclidNets: Combining Hardware and Architecture Design for Efficient
Training and Inference},
booktitle = {Proceedings of the 11th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2022, Online Streaming, February
3-5, 2022},
pages = {141--151},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010988500003122},
doi = {10.5220/0010988500003122},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpram/PrazeresLON22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TahaeiCN0R22,
author = {Marzieh S. Tahaei and
Ella Charlaix and
Vahid Partovi Nia and
Ali Ghodsi and
Mehdi Rezagholizadeh},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {KroneckerBERT: Significant Compression of Pre-trained Language Models
Through Kronecker Decomposition and Knowledge Distillation},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {2116--2127},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.154},
doi = {10.18653/V1/2022.NAACL-MAIN.154},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/TahaeiCN0R22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhaffariTTAN22,
author = {Alireza Ghaffari and
Marzieh S. Tahaei and
Mohammadreza Tayaranian and
Masoud Asgharian and
Vahid Partovi Nia},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Is Integer Arithmetic Enough for Deep Learning Training?},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/af835bd1b5b689c3f9d075ae5a15bf3e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GhaffariTTAN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-09275,
author = {Vahid Partovi Nia and
Alireza Ghaffari and
Mahdi Zolnouri and
Yvon Savaria},
title = {Rethinking Pareto Frontier for Performance Evaluation of Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2202.09275},
year = {2022},
url = {https://arxiv.org/abs/2202.09275},
eprinttype = {arXiv},
eprint = {2202.09275},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-09275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08822,
author = {Alireza Ghaffari and
Marzieh S. Tahaei and
Mohammadreza Tayaranian and
Masoud Asgharian and
Vahid Partovi Nia},
title = {Is Integer Arithmetic Enough for Deep Learning Training?},
journal = {CoRR},
volume = {abs/2207.08822},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08822},
doi = {10.48550/ARXIV.2207.08822},
eprinttype = {arXiv},
eprint = {2207.08822},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09708,
author = {Xinlin Li and
Bang Liu and
Rui Heng Yang and
Vanessa Courville and
Chao Xing and
Vahid Partovi Nia},
title = {DenseShift: Towards Accurate and Transferable Low-Bit Shift Network},
journal = {CoRR},
volume = {abs/2208.09708},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09708},
doi = {10.48550/ARXIV.2208.09708},
eprinttype = {arXiv},
eprint = {2208.09708},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09815,
author = {Mohammadreza Tayaranian and
Alireza Ghaffari and
Marzieh S. Tahaei and
Mehdi Rezagholizadeh and
Masoud Asgharian and
Vahid Partovi Nia},
title = {Integer Fine-tuning of Transformer-based Models},
journal = {CoRR},
volume = {abs/2209.09815},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09815},
doi = {10.48550/ARXIV.2209.09815},
eprinttype = {arXiv},
eprint = {2209.09815},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06299,
author = {Marawan Gamal Abdel Hameed and
Ali Mosleh and
Marzieh S. Tahaei and
Vahid Partovi Nia},
title = {SeKron: {A} Decomposition Method Supporting Many Factorization Structures},
journal = {CoRR},
volume = {abs/2210.06299},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06299},
doi = {10.48550/ARXIV.2210.06299},
eprinttype = {arXiv},
eprint = {2210.06299},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10650,
author = {Ali Edalati and
Marzieh S. Tahaei and
Ivan Kobyzev and
Vahid Partovi Nia and
James J. Clark and
Mehdi Rezagholizadeh},
title = {KronA: Parameter Efficient Tuning with Kronecker Adapter},
journal = {CoRR},
volume = {abs/2212.10650},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10650},
doi = {10.48550/ARXIV.2212.10650},
eprinttype = {arXiv},
eprint = {2212.10650},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11791,
author = {Vahid Partovi Nia and
Eyy{\"{u}}b Sari and
Vanessa Courville and
Masoud Asgharian},
title = {Training Integer-Only Deep Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/2212.11791},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11791},
doi = {10.48550/ARXIV.2212.11791},
eprinttype = {arXiv},
eprint = {2212.11791},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11803,
author = {Xinlin Li and
Mariana Parazeres and
Adam M. Oberman and
Alireza Ghaffari and
Masoud Asgharian and
Vahid Partovi Nia},
title = {EuclidNets: An Alternative Operation for Efficient Inference of Deep
Learning Models},
journal = {CoRR},
volume = {abs/2212.11803},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11803},
doi = {10.48550/ARXIV.2212.11803},
eprinttype = {arXiv},
eprint = {2212.11803},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TiloucheNB21,
author = {Shaima Tilouche and
Vahid Partovi Nia and
Samuel Bassetto},
title = {Parallel coordinate order for high-dimensional data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {501--515},
year = {2021},
url = {https://doi.org/10.1002/sam.11543},
doi = {10.1002/SAM.11543},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/TiloucheNB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RazaniMSN21,
author = {Ryan Razani and
Gr{\'{e}}goire Morin and
Eyy{\"{u}}b Sari and
Vahid Partovi Nia},
title = {Adaptive Binary-Ternary Quantization},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2021, virtual, June 19-25, 2021},
pages = {4613--4618},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021W/BiVision/html/Razani\_Adaptive\_Binary-Ternary\_Quantization\_CVPRW\_2021\_paper.html},
doi = {10.1109/CVPRW53098.2021.00519},
timestamp = {Mon, 18 Jul 2022 16:47:41 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RazaniMSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DockhornYSZN21,
author = {Tim Dockhorn and
Yaoliang Yu and
Eyy{\"{u}}b Sari and
Mahdi Zolnouri and
Vahid Partovi Nia},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Demystifying and Generalizing BinaryConnect},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {13202--13216},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/6e0cf80a83327822a972bcde3c1d9740-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DockhornYSZN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLYLXN21,
author = {Xinlin Li and
Bang Liu and
Yaoliang Yu and
Wulong Liu and
Chunjing Xu and
Vahid Partovi Nia},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {S{\textdollar}{\^{}}3{\textdollar}: Sign-Sparse-Shift Reparametrization
for Effective Training of Low-bit Shift Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14555--14566},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/7a1d9028a78f418cb8f01909a348d9b2-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiLYLXN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05146,
author = {Mouloud Belbahri and
Olivier Gandouet and
Alejandro Murua and
Vahid Partovi Nia},
title = {A Twin Neural Model for Uplift},
journal = {CoRR},
volume = {abs/2105.05146},
year = {2021},
url = {https://arxiv.org/abs/2105.05146},
eprinttype = {arXiv},
eprint = {2105.05146},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03453,
author = {Xinlin Li and
Bang Liu and
Yaoliang Yu and
Wulong Liu and
Chunjing Xu and
Vahid Partovi Nia},
title = {S\({}^{\mbox{3}}\): Sign-Sparse-Shift Reparametrization for Effective
Training of Low-bit Shift Networks},
journal = {CoRR},
volume = {abs/2107.03453},
year = {2021},
url = {https://arxiv.org/abs/2107.03453},
eprinttype = {arXiv},
eprint = {2107.03453},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06243,
author = {Marzieh S. Tahaei and
Ella Charlaix and
Vahid Partovi Nia and
Ali Ghodsi and
Mehdi Rezagholizadeh},
title = {KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language
Models via Knowledge Distillation},
journal = {CoRR},
volume = {abs/2109.06243},
year = {2021},
url = {https://arxiv.org/abs/2109.06243},
eprinttype = {arXiv},
eprint = {2109.06243},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09828,
author = {Eyy{\"{u}}b Sari and
Vanessa Courville and
Vahid Partovi Nia},
title = {iRNN: Integer-only Recurrent Neural Network},
journal = {CoRR},
volume = {abs/2109.09828},
year = {2021},
url = {https://arxiv.org/abs/2109.09828},
eprinttype = {arXiv},
eprint = {2109.09828},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14710,
author = {Marawan Gamal Abdel Hameed and
Marzieh S. Tahaei and
Ali Mosleh and
Vahid Partovi Nia},
title = {Convolutional Neural Network Compression through Generalized Kronecker
Product Decomposition},
journal = {CoRR},
volume = {abs/2109.14710},
year = {2021},
url = {https://arxiv.org/abs/2109.14710},
eprinttype = {arXiv},
eprint = {2109.14710},
timestamp = {Tue, 13 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08152,
author = {Ali Edalati and
Marzieh S. Tahaei and
Ahmad Rashid and
Vahid Partovi Nia and
James J. Clark and
Mehdi Rezagholizadeh},
title = {Kronecker Decomposition for {GPT} Compression},
journal = {CoRR},
volume = {abs/2110.08152},
year = {2021},
url = {https://arxiv.org/abs/2110.08152},
eprinttype = {arXiv},
eprint = {2110.08152},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13220,
author = {Tim Dockhorn and
Yaoliang Yu and
Eyy{\"{u}}b Sari and
Mahdi Zolnouri and
Vahid Partovi Nia},
title = {Demystifying and Generalizing BinaryConnect},
journal = {CoRR},
volume = {abs/2110.13220},
year = {2021},
url = {https://arxiv.org/abs/2110.13220},
eprinttype = {arXiv},
eprint = {2110.13220},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/RamakrishnanSN20,
author = {Ramchalam Kinattinkara Ramakrishnan and
Eyy{\"{u}}b Sari and
Vahid Partovi Nia},
title = {Differentiable Mask for Pruning Convolutional and Recurrent Networks},
booktitle = {17th Conference on Computer and Robot Vision, {CRV} 2020, Ottawa,
ON, Canada, May 13-15, 2020},
pages = {222--229},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CRV50864.2020.00037},
doi = {10.1109/CRV50864.2020.00037},
timestamp = {Mon, 29 Jun 2020 14:41:07 +0200},
biburl = {https://dblp.org/rec/conf/crv/RamakrishnanSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/FarhadiN020,
author = {Farnoush Farhadi and
Vahid Partovi Nia and
Andrea Lodi},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana L. N. Fred},
title = {Activation Adaptation in Neural Networks},
booktitle = {Proceedings of the 9th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2020, Valletta, Malta, February
22-24, 2020},
pages = {249--257},
publisher = {{SCITEPRESS}},
year = {2020},
url = {https://doi.org/10.5220/0009175102490257},
doi = {10.5220/0009175102490257},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/icpram/FarhadiN020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14214,
author = {Eyy{\"{u}}b Sari and
Vahid Partovi Nia},
title = {Batch Normalization in Quantized Networks},
journal = {CoRR},
volume = {abs/2004.14214},
year = {2020},
url = {https://arxiv.org/abs/2004.14214},
eprinttype = {arXiv},
eprint = {2004.14214},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-02130,
author = {Mahdi Zolnouri and
Xinlin Li and
Vahid Partovi Nia},
title = {Importance of Data Loading Pipeline in Training Deep Neural Networks},
journal = {CoRR},
volume = {abs/2005.02130},
year = {2020},
url = {https://arxiv.org/abs/2005.02130},
eprinttype = {arXiv},
eprint = {2005.02130},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-02130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04877,
author = {Vahid Partovi Nia and
Xinlin Li and
Masoud Asgharian and
Shoubo Hu and
Zhitang Chen and
Yanhui Geng},
title = {Clustering Causal Additive Noise Models},
journal = {CoRR},
volume = {abs/2006.04877},
year = {2020},
url = {https://arxiv.org/abs/2006.04877},
eprinttype = {arXiv},
eprint = {2006.04877},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05442,
author = {Alejandro Murua and
Ramchalam Ramakrishnan and
Xinlin Li and
Rui Heng Yang and
Vahid Partovi Nia},
title = {Tensor train decompositions on recurrent networks},
journal = {CoRR},
volume = {abs/2006.05442},
year = {2020},
url = {https://arxiv.org/abs/2006.05442},
eprinttype = {arXiv},
eprint = {2006.05442},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/GhaemiDCCNLLRMR19,
author = {Mohammad Sajjad Ghaemi and
Daniel B. DiGiulio and
K{\'{e}}vin Contrepois and
Benjamin J. Callahan and
Thuy T. M. Ngo and
Brittany Lee{-}McMullen and
Benoit Lehallier and
Anna Robaczewska and
David Mcilwain and
Yael Rosenberg{-}Hasson and
Ronald J. Wong and
Cecele Quaintance and
Anthony Culos and
Natalie Stanley and
Athena Tanada and
Amy Tsai and
Dyani Gaudilliere and
Edward Ganio and
Xiaoyuan Han and
Kazuo Ando and
Leslie McNeil and
Martha Tingle and
Paul H. Wise and
Ivana Maric and
Marina Sirota and
Tony Wyss{-}Coray and
Virginia D. Winn and
Maurice L. Druzin and
Ronald Gibbs and
Gary L. Darmstadt and
David B. Lewis and
Vahid Partovi Nia and
Bruno Agard and
Robert Tibshirani and
Garry P. Nolan and
Michael P. Snyder and
David A. Relman and
Stephen R. Quake and
Gary M. Shaw and
David K. Stevenson and
Martin S. Angst and
Brice Gaudilliere and
Nima Aghaeepour},
title = {Multiomics modeling of the immunome, transcriptome, microbiome, proteome
and metabolome adaptations during human pregnancy},
journal = {Bioinform.},
volume = {35},
number = {1},
pages = {95--103},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty537},
doi = {10.1093/BIOINFORMATICS/BTY537},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/GhaemiDCCNLLRMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/VahdatBN19,
author = {Ali Vahdat and
Mouloud Belbahri and
Vahid Partovi Nia},
editor = {Hanan Lutfiyya and
Yixin Diao and
Nur Zincir{-}Heywood and
R{\'{e}}mi Badonnel and
Edmundo R. M. Madeira},
title = {Active Learning for High-Dimensional Binary Features},
booktitle = {15th International Conference on Network and Service Management, {CNSM}
2019, Halifax, NS, Canada, October 21-25, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/CNSM46954.2019.9012676},
doi = {10.23919/CNSM46954.2019.9012676},
timestamp = {Fri, 08 Dec 2023 07:53:07 +0100},
biburl = {https://dblp.org/rec/conf/cnsm/VahdatBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/BelbahriSDN19,
author = {Mouloud Belbahri and
Eyy{\"{u}}b Sari and
Sajad Darabi and
Vahid Partovi Nia},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Alfred C. H. Yu},
title = {Foothill: {A} Quasiconvex Regularization for Edge Computing of Deep
Neural Networks},
booktitle = {Image Analysis and Recognition - 16th International Conference, {ICIAR}
2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11663},
pages = {3--14},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27272-2\_1},
doi = {10.1007/978-3-030-27272-2\_1},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciar/BelbahriSDN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/RamakrishnanJN19,
author = {Ramchalam Kinattinkara Ramakrishnan and
Shangling Jui and
Vahid Partovi Nia},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Alfred C. H. Yu},
title = {Deep Demosaicing for Edge Implementation},
booktitle = {Image Analysis and Recognition - 16th International Conference, {ICIAR}
2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11662},
pages = {275--286},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27202-9\_25},
doi = {10.1007/978-3-030-27202-9\_25},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciar/RamakrishnanJN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06414,
author = {Mouloud Belbahri and
Eyy{\"{u}}b Sari and
Sajad Darabi and
Vahid Partovi Nia},
title = {Foothill: {A} Quasiconvex Regularization Function},
journal = {CoRR},
volume = {abs/1901.06414},
year = {2019},
url = {http://arxiv.org/abs/1901.06414},
eprinttype = {arXiv},
eprint = {1901.06414},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09849,
author = {Farnoush Farhadi and
Vahid Partovi Nia and
Andrea Lodi},
title = {Activation Adaptation in Neural Networks},
journal = {CoRR},
volume = {abs/1901.09849},
year = {2019},
url = {http://arxiv.org/abs/1901.09849},
eprinttype = {arXiv},
eprint = {1901.09849},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01923,
author = {Ali Vahdat and
Mouloud Belbahri and
Vahid Partovi Nia},
title = {Active Learning for High-Dimensional Binary Features},
journal = {CoRR},
volume = {abs/1902.01923},
year = {2019},
url = {http://arxiv.org/abs/1902.01923},
eprinttype = {arXiv},
eprint = {1902.01923},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00775,
author = {Ramchalam Kinattinkara Ramakrishnan and
Shangling Jui and
Vahid Partovi Nia},
title = {Deep Demosaicing for Edge Implementation},
journal = {CoRR},
volume = {abs/1904.00775},
year = {2019},
url = {http://arxiv.org/abs/1904.00775},
eprinttype = {arXiv},
eprint = {1904.00775},
timestamp = {Mon, 12 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10035,
author = {Shaima Tilouche and
Vahid Partovi Nia and
Samuel Bassetto},
title = {Parallel Coordinate Order for High-Dimensional Data},
journal = {CoRR},
volume = {abs/1905.10035},
year = {2019},
url = {http://arxiv.org/abs/1905.10035},
eprinttype = {arXiv},
eprint = {1905.10035},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04567,
author = {Ramchalam Kinattinkara Ramakrishnan and
Eyy{\"{u}}b Sari and
Vahid Partovi Nia},
title = {Differentiable Mask Pruning for Neural Networks},
journal = {CoRR},
volume = {abs/1909.04567},
year = {2019},
url = {http://arxiv.org/abs/1909.04567},
eprinttype = {arXiv},
eprint = {1909.04567},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09139,
author = {Eyy{\"{u}}b Sari and
Mouloud Belbahri and
Vahid Partovi Nia},
title = {A Study on Binary Neural Networks Initialization},
journal = {CoRR},
volume = {abs/1909.09139},
year = {2019},
url = {http://arxiv.org/abs/1909.09139},
eprinttype = {arXiv},
eprint = {1909.09139},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12205,
author = {Gr{\'{e}}goire Morin and
Ryan Razani and
Vahid Partovi Nia and
Eyy{\"{u}}b Sari},
title = {Smart Ternary Quantization},
journal = {CoRR},
volume = {abs/1909.12205},
year = {2019},
url = {http://arxiv.org/abs/1909.12205},
eprinttype = {arXiv},
eprint = {1909.12205},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13446,
author = {Xinlin Li and
Vahid Partovi Nia},
title = {Random Bias Initialization Improving Binary Neural Network Training},
journal = {CoRR},
volume = {abs/1909.13446},
year = {2019},
url = {http://arxiv.org/abs/1909.13446},
eprinttype = {arXiv},
eprint = {1909.13446},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuCNCG18,
author = {Shoubo Hu and
Zhitang Chen and
Vahid Partovi Nia and
Lai{-}Wan Chan and
Yanhui Geng},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Causal Inference and Mechanism Clustering of {A} Mixture of Additive
Noise Models},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5212--5222},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/347665597cbfaef834886adbb848011f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuCNCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08568,
author = {Shoubo Hu and
Zhitang Chen and
Vahid Partovi Nia and
Laiwan Chan and
Yanhui Geng},
title = {Causal Inference and Mechanism Clustering of a Mixture of Additive
Noise Models},
journal = {CoRR},
volume = {abs/1809.08568},
year = {2018},
url = {http://arxiv.org/abs/1809.08568},
eprinttype = {arXiv},
eprint = {1809.08568},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-11800,
author = {Sajad Darabi and
Mouloud Belbahri and
Matthieu Courbariaux and
Vahid Partovi Nia},
title = {{BNN+:} Improved Binary Network Training},
journal = {CoRR},
volume = {abs/1812.11800},
year = {2018},
url = {http://arxiv.org/abs/1812.11800},
eprinttype = {arXiv},
eprint = {1812.11800},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-11800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Homaie-Shandizi16,
author = {Amir{-}Hosein Homaie{-}Shandizi and
Vahid Partovi Nia and
Michel Gamache and
Bruno Agard},
title = {Flight deck crew reserve: From data to forecasting},
journal = {Eng. Appl. Artif. Intell.},
volume = {50},
pages = {106--114},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2016.01.028},
doi = {10.1016/J.ENGAPPAI.2016.01.028},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Homaie-Shandizi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/MirshahiNA16a,
author = {Mina Mirshahi and
Vahid Partovi Nia and
Luc Adjengue},
editor = {Ana L. N. Fred and
Maria De Marsico and
Gabriella Sanniti di Baja},
title = {An Online Data Validation Algorithm for Electronic Nose},
booktitle = {Pattern Recognition Applications and Methods - 5th International Conference,
{ICPRAM} 2016, Rome, Italy, February 24-26, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10163},
pages = {104--120},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-53375-9\_6},
doi = {10.1007/978-3-319-53375-9\_6},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/MirshahiNA16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/MirshahiNA16,
author = {Mina Mirshahi and
Vahid Partovi Nia and
Luc Adjengue},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana L. N. Fred},
title = {Statistical Measurement Validation with Application to Electronic
Nose Technology},
booktitle = {Proceedings of the 5th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2016, Rome, Italy, February 24-26,
2016},
pages = {407--414},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0005628204070414},
doi = {10.5220/0005628204070414},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/MirshahiNA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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